{"id":"W4385747529","doi":"10.59962/9780774827003","title":"Community Mental Health in Canada, Revised and Expanded Edition","year":2013,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Medical Research and Practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Library science; History; Psychology; Geography; Psychiatry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009861758,0.0001013061,0.000557954,0.00004546148,0.0009002037,0.00002808192,0.0003547401,0.0002719621,0.001949802],"category_scores_gemma":[0.0001822222,0.0002107841,0.00003916429,0.00001432289,0.0002524678,0.0001227802,0.000434549,0.002304451,0.000005162365],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334976,"about_ca_system_score_gemma":0.009407786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996062,"about_ca_topic_score_gemma":0.9998093,"domain_scores_codex":[0.9965261,0.00194865,0.0003636791,0.0002294139,0.0004760204,0.0004561685],"domain_scores_gemma":[0.9978153,0.0007797033,0.0004925533,0.0002821495,0.0001693731,0.0004609555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004109813,0.00002096397,0.0002715696,0.001231996,0.00003048183,0.00003496626,0.0008958349,2.03297e-8,6.508085e-7,0.00002733092,0.9488934,0.04855173],"study_design_scores_gemma":[0.001736334,0.0001075001,0.007502548,0.004577343,0.00001554778,0.000005659402,0.002852547,0.00001913577,8.687559e-8,0.0005016351,0.9825031,0.0001786325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01183747,0.001372157,0.000006608075,0.0006169411,0.0003452217,0.002728998,0.002978361,0.0000330233,0.9800812],"genre_scores_gemma":[0.002665132,0.004402732,0.0000768094,0.0005751063,0.00008021468,0.000004511942,0.000430455,0.00001923626,0.9917458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0483731,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0586031258800159,"score_gpt":0.3167642307045728,"score_spread":0.2581611048245569,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}